Thermal Deformation Behavior and Constitutive Model Of Hot Isostatically Pressed Superalloy FGH4096
Bibliographic record
Abstract
The thermal deformation behavior of hot isostatically pressed superalloy FGH4096 was investigated by hot compression tests in the range of deformation with 60%, the temperature of 1020~1140C, and a strain rate of 0.001~1s -1 .The stress-strain curves under different deformation conditions were plotted using Origin software, and the relationship between the rheological stress curves and the deformation temperature and strain rate was analyzed.Based on the Arrhenius equation and the Zener-Hollomon parametric model, the high-temperature rheological stress constitutive equation model of HIP-FGH4096 alloy was established, and the heat deformation activation energy was calculated to be 907.348kJ mol -1 .The Arrhenius-type constitutive equation could predict the flow stress behavior of FGH4096 alloy, the value of the correlation coefficient is 0.98 when the average absolute relative error is 9.21%.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".